Kinetic Modeling of API Oxidation: (1) The AIBN/H2O/CH3OH Radical "Soup".
Alon Grinberg Dana1,2, Haoyang Wu1, Duminda S Ranasinghe1
1Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States.
This study models active pharmaceutical ingredient (API) oxidation during stress testing, identifying key reactive oxygen species under various conditions. Understanding these radicals is crucial for predicting API stability and degradation pathways.
Area of Science:
- Chemical kinetics
- Pharmaceutical analysis
- Computational chemistry
Background:
- Active pharmaceutical ingredient (API) stress testing is vital for assessing chemical stability and identifying degradation products.
- Detailed kinetics and reactive species, particularly reactive oxygen species, in API stress testing systems remain largely uncharacterized.
- Understanding API oxidation mechanisms is essential for accurate stability predictions.
Purpose of the Study:
- To develop a detailed chemical kinetics model for a representative API stress testing system.
- To identify and quantify prominent reactive species, including reactive oxygen species, under varied conditions.
- To establish a foundation for quantitative kinetic studies of API oxidation.
Main Methods:
- Application of *ab initio* electronic structure calculations for automated kinetic model generation and refinement.
- Investigation of an azobis(isobutyronitrile) (AIBN)/water/methanol stress-testing system.
- System parameters included varied cosolvent ratios (50%/50% to 99.5%/0.5% vol water/methanol), 5.0 mM AIBN, pH 4-10, and 40 °C.
Main Results:
- At acidic conditions, hydroxymethyl alkoxyl is the dominant alkoxyl radical.
- At basic conditions, cyanoisopropyl alkoxyl becomes the dominant alkoxyl radical, though at lower concentrations.
- Superoxide is the prominent radical at neutral and basic pH, while peroxyl radicals are significant at acidic pH.
Conclusions:
- The study identifies key reactive species in a model API stress testing system across different cosolvent and pH conditions.
- The findings provide a basis for in-depth quantitative kinetic studies of API oxidation.
- Novel software tools for automated chemical kinetic model generation and *ab initio* refinement were demonstrated.
More Related Videos
10:52Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
Published on: April 12, 2019
08:40Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production
Published on: December 6, 2021
Related Concept Videos
Radical Autoxidation
Radical Reactivity: Overview
Radical Formation: Homolysis
Radical Anti-Markovnikov Addition to Alkenes: Mechanism
The mechanism starts with chain initiation, which involves two steps. In the first chain initiation step, a weak peroxide bond is homolytically cleaved upon mild heating to form two alkoxy radicals. In the second initiation step, a hydrogen atom is abstracted by the alkoxy...
Radical Formation: Abstraction
Even though homolysis produces radicals, it is different from radical...
Radical Substitution: Hydrogenolysis of Alkyl Halides with Tributyltin Hydride
The bonds formed in this reaction are stronger than the bonds broken, making it energetically favorable. The reaction follows a radical chain mechanism similar to radical halogenation...
